{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,29]],"date-time":"2025-10-29T03:22:01Z","timestamp":1761708121749},"reference-count":26,"publisher":"World Scientific Pub Co Pte Lt","issue":"06","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Bifurcation Chaos"],"published-print":{"date-parts":[[2007,6]]},"abstract":"<jats:p> In this paper, a fuzzy logic-based approach is taken for modeling and prediction-based control of unknown chaotic system using measured input\u2013output data obtained from the underlying system. Under this framework, a Takagi\u2013Sugeno (TS) fuzzy system is used with a general structure of a linear combination of Gaussian basis function in conjunction with the Levenberg\u2013Marquardt algorithm for the optimization of model parameters. A real-time one-pass learning algorithm is developed for identifying the unknown chaotic system. Based on the fuzzy model above, a predictive controller is achieved for the stabilization of the fuzzy model on unknown unstable fixed points. Several simulation examples are included to illustrate the effectiveness and the feasibility of the proposed method for both fuzzy modeling and predictive control phases. <\/jats:p>","DOI":"10.1142\/s0218127407017318","type":"journal-article","created":{"date-parts":[[2007,9,4]],"date-time":"2007-09-04T11:33:08Z","timestamp":1188905588000},"page":"2141-2148","source":"Crossref","is-referenced-by-count":9,"title":["FUZZY PREDICTIVE CONTROLLER FOR UNKNOWN DISCRETE CHAOTIC SYSTEMS"],"prefix":"10.1142","volume":"17","author":[{"given":"ABDELKRIM","family":"BOUKABOU","sequence":"first","affiliation":[{"name":"Department of Electronics, Faculty of Engineer Sciences, Jijel University, 98 Ouled A\u00efssa, 18000 Jijel, Algeria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"NOURA","family":"MANSOURI","sequence":"additional","affiliation":[{"name":"Department of Electronics, Faculty of Engineer Sciences, Mentouri University, Rt. Ain-El-Bey 25000, Constantine, Algeria"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2011,11,20]]},"reference":[{"key":"rf1","doi-asserted-by":"publisher","DOI":"10.1142\/S0218127498001315"},{"key":"rf2","doi-asserted-by":"publisher","DOI":"10.1142\/S0218127498001443"},{"key":"rf3","doi-asserted-by":"publisher","DOI":"10.1142\/3033"},{"key":"rf4","doi-asserted-by":"publisher","DOI":"10.1142\/S0218127499000547"},{"key":"rf5","doi-asserted-by":"publisher","DOI":"10.1109\/81.886983"},{"key":"rf6","first-page":"137","volume":"24","author":"Clarke D. 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